This repository contains the code for the Demo Paper submission for EDBT 2025.
We introduce Global Counterfactual-based Visual Explanations (GLOVES), a visualization platform designed to enhance the explainability of decision-making systems through global counterfactual explanations (GCE). GLOVES focuses on visualizing global counterfactuals, calculated on top of a classifier’s decisions on an examined population, enabling users to explore and compare different configurations of GCE algorithms interactively.
This folder contains the source code for the web-based user interface of the GLOVES platform. Inside you can find also a detailed ReadMe.md file with the installation steps and the libraries used.
This folder contains the backend logic and APIs that power the frontend application. It is implemented using Python and FastAPI and inside the folder you can find a detailed description on how to run the API.
Our tool can be found online at http://gloves.imsi.athenarc.gr/.